one-dimensional neural network for image recognition
The neural network based on Tensor Flow library: https://www.tensorflow.org/ Training data import from MNIST databases. The categories (classes) in which the program is able to classify the object in the picture: {T-shirt, Trouser, Pullover, Dress, Coat, Sandal, Shirt, Sneakre, Bag, Ankle boot)}
All info is in documentation.pdf
Project has been created in Python 3.7.5. Main libraries:
- Tensor Flow: 2.0.0
- PIL: 6.2.1 - Python Imaging Library
- Numpy: 1.17.4
- Matplotlib 3.1.1
- Argparse